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Continuous Optimization

3,907 papers

Papers per year

Papers

Large-Scale Learning with Fourier Features and Tensor Decompositions NIPS 2021
A Surrogate Objective Framework for Prediction+Programming with Soft Constraints NIPS 2021
Exploiting Chain Rule and Bayes' Theorem to Compare Probability Distributions NIPS 2021
Dimensionality Reduction for Wasserstein Barycenter NIPS 2021
Localized Simple Multiple Kernel K-Means ICCV 2021
Deep Conservation: A Latent-Dynamics Model for Exact Satisfaction of Physical Conservation Laws AAAI 2021
Learning local modules in dynamic networks L4DC 2021
Physarum Powered Differentiable Linear Programming Layers and Applications AAAI 2021
A Two-Level Decomposition Framework Exploiting First and Second Order Information for SVM Training Problems JMLR 2021
Normal Integration via Inverse Plane Fitting With Minimum Point-to-Plane Distance CVPR 2021
Learning the optimal Tikhonov regularizer for inverse problems NIPS 2021
Comparison of the Finite Element Method, the Multimodal Method and the Transmission-Line Model for the Computation of Vocal Tract Transfer Functions INTERSPEECH 2021
ADOM: Accelerated Decentralized Optimization Method for Time-Varying Networks ICML 2021
Localization, Convexity, and Star Aggregation NIPS 2021
Best of Both Worlds: Practical and Theoretically Optimal Submodular Maximization in Parallel NIPS 2021
SGD for Structured Nonconvex Functions: Learning Rates, Minibatching and Interpolation AISTATS 2021
Landscape analysis of an improved power method for tensor decomposition NIPS 2021
An Online Riemannian PCA for Stochastic Canonical Correlation Analysis NIPS 2021
Speech Decomposition Based on a Hybrid Speech Model and Optimal Segmentation INTERSPEECH 2021
Global Convergence of Online Optimization for Nonlinear Model Predictive Control NIPS 2021
Momentum Improves Optimization on Riemannian Manifolds AISTATS 2021
Making transport more robust and interpretable by moving data through a small number of anchor points ICML 2021
Can we globally optimize cross-validation loss? Quasiconvexity in ridge regression NIPS 2021
Reusing Combinatorial Structure: Faster Iterative Projections over Submodular Base Polytopes NIPS 2021
Robust Auction Design in the Auto-bidding World NIPS 2021